{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "id": "65bac253-b6e3-42dd-bde2-ff1c8b40835c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 导入所需要的库\n",
    "import collections\n",
    "import pandas as pd\n",
    "import numpy as np\n",
    "import re\n",
    "import jieba\n",
    "from wordcloud import WordCloud,ImageColorGenerator\n",
    "import matplotlib.pyplot as plt\n",
    "from PIL import Image\n",
    "from imageio import imread\n",
    "# 忽略过程中所出现的警告\n",
    "import warnings\n",
    "warnings.filterwarnings(\"ignore\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "id": "bd6862df-1b8b-4c6c-9442-157a6b40399c",
   "metadata": {},
   "outputs": [],
   "source": [
    "\n",
    "df_c1 = pd.read_excel(r\"C:\\Users\\xuhao\\Desktop\\city_1.txt_new.xlsx\")\n",
    "df_c2 = pd.read_excel(r\"C:\\Users\\xuhao\\Desktop\\city_10.txt_new.xlsx\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "id": "1ee4a1fc-89f8-4f80-b13a-6fdfc7cb8007",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 32 entries, 0 to 31\n",
      "Data columns (total 3 columns):\n",
      " #   Column      Non-Null Count  Dtype \n",
      "---  ------      --------------  ----- \n",
      " 0   Unnamed: 0  32 non-null     int64 \n",
      " 1   title       30 non-null     object\n",
      " 2   content     32 non-null     object\n",
      "dtypes: int64(1), object(2)\n",
      "memory usage: 900.0+ bytes\n",
      "-----------------------我是分割线-------------------------\n",
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 92 entries, 0 to 91\n",
      "Data columns (total 3 columns):\n",
      " #   Column      Non-Null Count  Dtype \n",
      "---  ------      --------------  ----- \n",
      " 0   Unnamed: 0  92 non-null     int64 \n",
      " 1   title       74 non-null     object\n",
      " 2   content     92 non-null     object\n",
      "dtypes: int64(1), object(2)\n",
      "memory usage: 2.3+ KB\n"
     ]
    }
   ],
   "source": [
    "\n",
    "df_c1.info()\n",
    "print(\"-----------------------我是分割线-------------------------\")\n",
    "df_c2.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "id": "0d0a4cd3-6bd1-4af2-846b-d92a37079a53",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "<class 'pandas.core.frame.DataFrame'>\n",
      "RangeIndex: 30 entries, 0 to 29\n",
      "Data columns (total 3 columns):\n",
      " #   Column      Non-Null Count  Dtype \n",
      "---  ------      --------------  ----- \n",
      " 0   Unnamed: 0  30 non-null     int64 \n",
      " 1   title       30 non-null     object\n",
      " 2   content     30 non-null     object\n",
      "dtypes: int64(1), object(2)\n",
      "memory usage: 852.0+ bytes\n"
     ]
    }
   ],
   "source": [
    "#新闻空文本内容填充，并且重新设置标号\n",
    "df_c1 = df_c1.dropna().fillna(\"(空)\").reset_index(drop=True)\n",
    "df_c1.info()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "id": "fb1cfcda-624f-4158-91c9-27ab5f04a190",
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "df_c2的数据为92条\n",
      "df_c1的数据为30条\n"
     ]
    }
   ],
   "source": [
    "# 展示数据量\n",
    "print(f\"df_c2的数据为{len(df_c2)}条\")\n",
    "print(f\"df_c1的数据为{len(df_c1)}条\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "id": "60d85b7c-6332-4458-a0ea-c1989cdbe59c",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 定义清洗文本的函数，去除标点符号字符等内容\n",
    "def clean_text(text):\n",
    "    # if type(text)\n",
    "    punctuations = \"[#。，【】《》？！：；、\\u200b～@ ——]\"\n",
    "    for i in punctuations:\n",
    "        text = text.replace(i,\"\")\n",
    "    return text"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "id": "bc526221-33ba-46af-8868-83c1df2b5071",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>title</th>\n",
       "      <th>content</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1</td>\n",
       "      <td>一、“十一五\"科技发展概况</td>\n",
       "      <td>“十一五\"科技发展概况“十一五\"期间，我市紧紧围绕提高自主创新能力，加快创新型城市建设，推进...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2</td>\n",
       "      <td>（一）“十一五\"科技工作进展与成就</td>\n",
       "      <td>“十一五\"科技工作进展与成就1．科技综合实力持续增强科技投入规模持续扩大，科技产出能力有了新...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>3</td>\n",
       "      <td>（二）“十二五\"科技发展面临的形势与挑战</td>\n",
       "      <td>“十二五\"科技发展面临的形势与挑战当前世界科技正孕育着新的调整和变革，后金融危机时代的科技发...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>4</td>\n",
       "      <td>二、“十二五\"科技发展指导思想与主要目标</td>\n",
       "      <td>“十二五\"科技发展指导思想与主要目标</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>5</td>\n",
       "      <td>（一）指导思想</td>\n",
       "      <td>指导思想以科学发展观为统领，坚持创新导向、需求牵引、统筹兼顾、以人为本和跨越发展五项原则，以...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>5</th>\n",
       "      <td>6</td>\n",
       "      <td>（二）主要目标</td>\n",
       "      <td>主要目标1．总体目标到2015年，形成以国家创新型科技园区为核心、省级科技产业园为支撑、各级...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>6</th>\n",
       "      <td>7</td>\n",
       "      <td>三、“十二五\"科技发展主要任务</td>\n",
       "      <td>“十二五\"科技发展主要任务</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>7</th>\n",
       "      <td>8</td>\n",
       "      <td>（一）加快创新载体建设</td>\n",
       "      <td>加快创新载体建设创新型科技园区是新兴产业的集聚区、高端服务业的先导区、体制机制创新的示范区和...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>8</th>\n",
       "      <td>9</td>\n",
       "      <td>（二）支撑产业创新发展</td>\n",
       "      <td>支撑产业创新发展发展新兴产业、壮大优势产业和培育高端服务业，是提升高新技术产业发展质态的主要...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>9</th>\n",
       "      <td>10</td>\n",
       "      <td>（三）促进民生科技进步</td>\n",
       "      <td>促进民生科技进步围绕医疗卫生、生态环境、公共安全、低碳技术和科学普及等领域，实施五大民生科技...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>10</th>\n",
       "      <td>11</td>\n",
       "      <td>（四）提升主体创新能力</td>\n",
       "      <td>提升主体创新能力企业是科技创新的主体。“十二五\"期间，我市将以做强企业、做大产业为目标，以提...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>11</th>\n",
       "      <td>12</td>\n",
       "      <td>（五）完善科技基础设施</td>\n",
       "      <td>完善科技基础设施科技基础设施是集成与共享科技资源，支撑科技创新的重要条件和基础。“十二五\"期...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>12</th>\n",
       "      <td>13</td>\n",
       "      <td>（六）引育创新创业人才</td>\n",
       "      <td>引育创新创业人才创新创业，人才为本。“十二五\"期间，围绕新兴产业培育、现代服务业发展和传统产...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>13</th>\n",
       "      <td>14</td>\n",
       "      <td>（七）优化创新创业环境</td>\n",
       "      <td>优化创新创业环境良好的创新创业环境是推进科技创新工作的有力保障。“十二五\"期间，实施创新环境...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>14</th>\n",
       "      <td>15</td>\n",
       "      <td>四、“十二五\"科技发展保障措施</td>\n",
       "      <td>“十二五\"科技发展保障措施1．加强组织领导强化“科学技术是第一生产力\"和“人才是第一资源\"的...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    Unnamed: 0                 title  \\\n",
       "0            1         一、“十一五\"科技发展概况   \n",
       "1            2     （一）“十一五\"科技工作进展与成就   \n",
       "2            3  （二）“十二五\"科技发展面临的形势与挑战   \n",
       "3            4  二、“十二五\"科技发展指导思想与主要目标   \n",
       "4            5               （一）指导思想   \n",
       "5            6               （二）主要目标   \n",
       "6            7       三、“十二五\"科技发展主要任务   \n",
       "7            8           （一）加快创新载体建设   \n",
       "8            9           （二）支撑产业创新发展   \n",
       "9           10           （三）促进民生科技进步   \n",
       "10          11           （四）提升主体创新能力   \n",
       "11          12           （五）完善科技基础设施   \n",
       "12          13           （六）引育创新创业人才   \n",
       "13          14           （七）优化创新创业环境   \n",
       "14          15       四、“十二五\"科技发展保障措施   \n",
       "\n",
       "                                              content  \n",
       "0   “十一五\"科技发展概况“十一五\"期间，我市紧紧围绕提高自主创新能力，加快创新型城市建设，推进...  \n",
       "1   “十一五\"科技工作进展与成就1．科技综合实力持续增强科技投入规模持续扩大，科技产出能力有了新...  \n",
       "2   “十二五\"科技发展面临的形势与挑战当前世界科技正孕育着新的调整和变革，后金融危机时代的科技发...  \n",
       "3                                  “十二五\"科技发展指导思想与主要目标  \n",
       "4   指导思想以科学发展观为统领，坚持创新导向、需求牵引、统筹兼顾、以人为本和跨越发展五项原则，以...  \n",
       "5   主要目标1．总体目标到2015年，形成以国家创新型科技园区为核心、省级科技产业园为支撑、各级...  \n",
       "6                                       “十二五\"科技发展主要任务  \n",
       "7   加快创新载体建设创新型科技园区是新兴产业的集聚区、高端服务业的先导区、体制机制创新的示范区和...  \n",
       "8   支撑产业创新发展发展新兴产业、壮大优势产业和培育高端服务业，是提升高新技术产业发展质态的主要...  \n",
       "9   促进民生科技进步围绕医疗卫生、生态环境、公共安全、低碳技术和科学普及等领域，实施五大民生科技...  \n",
       "10  提升主体创新能力企业是科技创新的主体。“十二五\"期间，我市将以做强企业、做大产业为目标，以提...  \n",
       "11  完善科技基础设施科技基础设施是集成与共享科技资源，支撑科技创新的重要条件和基础。“十二五\"期...  \n",
       "12  引育创新创业人才创新创业，人才为本。“十二五\"期间，围绕新兴产业培育、现代服务业发展和传统产...  \n",
       "13  优化创新创业环境良好的创新创业环境是推进科技创新工作的有力保障。“十二五\"期间，实施创新环境...  \n",
       "14  “十二五\"科技发展保障措施1．加强组织领导强化“科学技术是第一生产力\"和“人才是第一资源\"的...  "
      ]
     },
     "execution_count": 7,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df_c1.head(15)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "id": "8b7aaf23-d6e6-4d31-ab54-22f635d3209c",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
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       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Unnamed: 0</th>\n",
       "      <th>title</th>\n",
       "      <th>content</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>0</td>\n",
       "      <td>NaN</td>\n",
       "      <td>法宝引证码CLI.12.1731293原文链接https://www.pkulaw.com/...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>1</td>\n",
       "      <td>一、苏州市低碳发展的战略选择</td>\n",
       "      <td>苏州市低碳发展的战略选择</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2</td>\n",
       "      <td>（一）低碳发展的背景。</td>\n",
       "      <td>低碳发展的背景1．国际社会应对气候变化的良好基础全球气候变化已经成为国际社会关注的热点多哈气...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>3</td>\n",
       "      <td>（二）低碳发展的意义。</td>\n",
       "      <td>低碳发展的意义首先建设低碳城市有利于苏州加快转变经济发展方式推进经济发展方式转变是我国“十二...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4</td>\n",
       "      <td>（三）低碳发展的基础条件。</td>\n",
       "      <td>低碳发展的基础条件1．自然环境现状苏州位于江苏省东南部市区中心地理坐标为北纬31&amp;deg;1...</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "   Unnamed: 0           title  \\\n",
       "0           0             NaN   \n",
       "1           1  一、苏州市低碳发展的战略选择   \n",
       "2           2     （一）低碳发展的背景。   \n",
       "3           3     （二）低碳发展的意义。   \n",
       "4           4   （三）低碳发展的基础条件。   \n",
       "\n",
       "                                             content  \n",
       "0  法宝引证码CLI.12.1731293原文链接https://www.pkulaw.com/...  \n",
       "1                                       苏州市低碳发展的战略选择  \n",
       "2  低碳发展的背景1．国际社会应对气候变化的良好基础全球气候变化已经成为国际社会关注的热点多哈气...  \n",
       "3  低碳发展的意义首先建设低碳城市有利于苏州加快转变经济发展方式推进经济发展方式转变是我国“十二...  \n",
       "4  低碳发展的基础条件1．自然环境现状苏州位于江苏省东南部市区中心地理坐标为北纬31&deg;1...  "
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# 清洗两个dataframe数据块\n",
    "df_c2['content'] = df_c2['content'].apply(clean_text)\n",
    "df_c1['content'] = df_c1['content'].apply(clean_text)\n",
    "df_c2.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "id": "610aabef-5ea6-4293-9531-283e1eed2d4b",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "208"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "'''\n",
    "将github上包括哈工大停用词、四川大学机器智能实验室停用词、百度停用词、中文停用https://github.com/goto456/stopwords\n",
    "以及最全中文停用词表（1893）https://blog.csdn.net/shijiebei2009/article/details/39696571进行整合得到新的中文停用词表，总共2456个\n",
    "删除停用词中间重复的字符\n",
    "'''\n",
    "stopwords = pd.read_csv(r\"C:\\Users\\xuhao\\Desktop\\stopwords.txt\",header=None).drop_duplicates().reset_index(drop=True)[0].tolist()\n",
    "len(stopwords)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "id": "585acd1e-1294-4fd4-b929-3d56b9dc43be",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 获得词频，不同的flag对应不同的df，抽取数据得到text，对其进行分词利用collections.Counter方法获得词频\n",
    "def get_word_frequency(df,flag):\n",
    "    if flag == \"city_1\":\n",
    "        text = df['content'].str.cat()\n",
    "    elif flag == \"city_10\":\n",
    "        text = df['content'].str.cat()\n",
    "    else:\n",
    "        text = df['content'].str.cat()\n",
    "    words_ls = jieba.lcut(text)\n",
    "    result_ls = []\n",
    "    dict_word = {}\n",
    "    for word in words_ls:\n",
    "        if word not in stopwords and len(word) != 1:\n",
    "            result_ls.append(word)\n",
    "    word_counts = collections.Counter(result_ls)\n",
    "    return word_counts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "id": "6307b7d9-123e-49f9-abb8-dfb95afef85e",
   "metadata": {},
   "outputs": [],
   "source": [
    "# 词云图的绘制，函数的参数分别是：（背景图片，数据集，类型，颜色，词云图标题）\n",
    "from matplotlib.font_manager import FontProperties\n",
    "font = FontProperties(fname=r\"C:\\Users\\xuhao\\Downloads\\SimHei.ttf\")\n",
    "def draw_wordcloud(img, df, flag, colormap, title):\n",
    "    word_counts = get_word_frequency(df,flag)\n",
    "    word_counts_top = word_counts.most_common(500)\n",
    "    word_counts_top\n",
    "    blackgroud_pic = img\n",
    "    images = Image.open(blackgroud_pic)\n",
    "    maskImages = np.array(images)\n",
    "    my_cloud = WordCloud(background_color=\"white\", # 设置背景颜色 默认是black\n",
    "                    width=900,\n",
    "                    height=600,\n",
    "                    max_words=200, # 词云显示的最大词语数量\n",
    "                    font_path=r\"C:\\Users\\xuhao\\Downloads\\SimHei.ttf\", # 设置字体 显示中文\n",
    "                    prefer_horizontal=0.99, # 绝大部分横向\n",
    "                    max_font_size=99, # 设置字体最大值\n",
    "                    random_state=5, # 设置随机生成状态，即多少种配色方案\n",
    "                    mask=maskImages,\n",
    "                    colormap=colormap,\n",
    "                    contour_color='red'\n",
    "                    ).generate_from_frequencies(word_counts)\n",
    "\n",
    "    plt.imshow(my_cloud)\n",
    "    plt.axis('off')\n",
    "    plt.title(title,fontproperties=font)\n",
    "    plt.show()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "id": "3f3c25df-f7bc-45e9-a31b-27ee55bb1cfa",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_wordcloud(r\"C:\\Users\\xuhao\\Desktop\\微信图片_20240419184841.jpg\",df_c1 ,\"city_10\",'tab20b',\"常州词云图\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "id": "3b72bc6b-a091-4be8-a101-9f7150046c34",
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 640x480 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "draw_wordcloud(r\"C:\\Users\\xuhao\\Desktop\\微信图片_20240419184841.jpg\",df_c2 , \"city_1\",'tab20',\"苏州词云图\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "7b41ff8e-0ffc-4dd7-a934-b8c8e2fc7f80",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "a622e37d-4eda-466e-bf4f-ee20977086c1",
   "metadata": {},
   "outputs": [],
   "source": []
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "id": "b0e6025f-cb6c-4bbc-9241-3630782deb87",
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3 (ipykernel)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.11.7"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 5
}
